Overview
Brought to you by YData
Dataset statistics
| Number of variables | 5 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 390.8 KiB |
| Average record size in memory | 40.0 B |
Variable types
| Numeric | 4 |
|---|---|
| Categorical | 1 |
Sleep_Duration_Hours has unique values | Unique |
Reproduction
| Analysis started | 2025-03-19 05:28:54.238032 |
|---|---|
| Analysis finished | 2025-03-19 05:29:22.714750 |
| Duration | 28.48 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
Heart_Rate_BPM
Real number (ℝ)
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.822 |
| Minimum | 60 |
|---|---|
| Maximum | 119 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 75 |
| median | 90 |
| Q3 | 105 |
| 95-th percentile | 117 |
| Maximum | 119 |
| Range | 59 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.309144 |
|---|---|
| Coefficient of variation (CV) | 0.19270495 |
| Kurtosis | -1.196922 |
| Mean | 89.822 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.0073183543 |
| Sum | 898220 |
| Variance | 299.60648 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 113 | 197 | 2.0% |
| 106 | 193 | 1.9% |
| 85 | 193 | 1.9% |
| 104 | 192 | 1.9% |
| 108 | 190 | 1.9% |
| 114 | 189 | 1.9% |
| 82 | 188 | 1.9% |
| 76 | 186 | 1.9% |
| 87 | 184 | 1.8% |
| 118 | 183 | 1.8% |
| Other values (50) | 8105 |
| Value | Count | Frequency (%) |
| 60 | 156 | |
| 61 | 161 | |
| 62 | 160 | |
| 63 | 173 | |
| 64 | 152 | |
| 65 | 164 | |
| 66 | 139 | |
| 67 | 172 | |
| 68 | 152 | |
| 69 | 151 |
| Value | Count | Frequency (%) |
| 119 | 173 | |
| 118 | 183 | |
| 117 | 175 | |
| 116 | 172 | |
| 115 | 161 | |
| 114 | 189 | |
| 113 | 197 | |
| 112 | 158 | |
| 111 | 159 | |
| 110 | 166 |
Sleep_Duration_Hours
Real number (ℝ)
Unique
| Distinct | 10000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9784946 |
| Minimum | 4.000317 |
|---|---|
| Maximum | 9.9988309 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 4.000317 |
|---|---|
| 5-th percentile | 4.2995162 |
| Q1 | 5.4748091 |
| median | 6.9516052 |
| Q3 | 8.4924012 |
| 95-th percentile | 9.6859343 |
| Maximum | 9.9988309 |
| Range | 5.9985139 |
| Interquartile range (IQR) | 3.0175921 |
Descriptive statistics
| Standard deviation | 1.7308344 |
|---|---|
| Coefficient of variation (CV) | 0.24802404 |
| Kurtosis | -1.1954725 |
| Mean | 6.9784946 |
| Median Absolute Deviation (MAD) | 1.5038231 |
| Skewness | 0.024651856 |
| Sum | 69784.946 |
| Variance | 2.9957878 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8.696414262 | 1 | < 0.1% |
| 7.516663215 | 1 | < 0.1% |
| 8.543833572 | 1 | < 0.1% |
| 5.398883822 | 1 | < 0.1% |
| 4.12983595 | 1 | < 0.1% |
| 9.029055524 | 1 | < 0.1% |
| 5.027695818 | 1 | < 0.1% |
| 4.074496535 | 1 | < 0.1% |
| 4.973684946 | 1 | < 0.1% |
| 8.192361542 | 1 | < 0.1% |
| Other values (9990) | 9990 |
| Value | Count | Frequency (%) |
| 4.000316962 | 1 | |
| 4.000946467 | 1 | |
| 4.001445247 | 1 | |
| 4.001446028 | 1 | |
| 4.001457607 | 1 | |
| 4.002409264 | 1 | |
| 4.002461737 | 1 | |
| 4.003325108 | 1 | |
| 4.004301152 | 1 | |
| 4.004737067 | 1 |
| Value | Count | Frequency (%) |
| 9.998830865 | 1 | |
| 9.998039231 | 1 | |
| 9.997031138 | 1 | |
| 9.996764086 | 1 | |
| 9.996754403 | 1 | |
| 9.996101803 | 1 | |
| 9.996010737 | 1 | |
| 9.995243794 | 1 | |
| 9.993428199 | 1 | |
| 9.993068963 | 1 |
Physical_Activity_Steps
Real number (ℝ)
| Distinct | 7130 |
|---|---|
| Distinct (%) | 71.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8061.812 |
| Minimum | 1000 |
|---|---|
| Maximum | 14998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1000 |
|---|---|
| 5-th percentile | 1707.95 |
| Q1 | 4468.75 |
| median | 8116 |
| Q3 | 11617.25 |
| 95-th percentile | 14357 |
| Maximum | 14998 |
| Range | 13998 |
| Interquartile range (IQR) | 7148.5 |
Descriptive statistics
| Standard deviation | 4067.1181 |
|---|---|
| Coefficient of variation (CV) | 0.50449181 |
| Kurtosis | -1.2093453 |
| Mean | 8061.812 |
| Median Absolute Deviation (MAD) | 3569.5 |
| Skewness | -0.017008051 |
| Sum | 80618120 |
| Variance | 16541450 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4726 | 5 | 0.1% |
| 8050 | 5 | 0.1% |
| 1201 | 5 | 0.1% |
| 14031 | 5 | 0.1% |
| 9294 | 5 | 0.1% |
| 2654 | 5 | 0.1% |
| 5834 | 5 | 0.1% |
| 6566 | 5 | 0.1% |
| 9353 | 5 | 0.1% |
| 2634 | 5 | 0.1% |
| Other values (7120) | 9950 |
| Value | Count | Frequency (%) |
| 1000 | 1 | < 0.1% |
| 1001 | 1 | < 0.1% |
| 1002 | 1 | < 0.1% |
| 1003 | 2 | |
| 1008 | 1 | < 0.1% |
| 1012 | 2 | |
| 1014 | 2 | |
| 1016 | 4 | |
| 1022 | 1 | < 0.1% |
| 1024 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 14998 | 1 | < 0.1% |
| 14997 | 1 | < 0.1% |
| 14996 | 1 | < 0.1% |
| 14992 | 1 | < 0.1% |
| 14991 | 1 | < 0.1% |
| 14990 | 1 | < 0.1% |
| 14989 | 3 | |
| 14987 | 1 | < 0.1% |
| 14986 | 2 | |
| 14982 | 3 |
Mood_Rating
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0651 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.5625219 |
|---|---|
| Coefficient of variation (CV) | 0.50591734 |
| Kurtosis | -1.2027078 |
| Mean | 5.0651 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.030037733 |
| Sum | 50651 |
| Variance | 6.5665186 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 5 | 1178 | |
| 9 | 1145 | |
| 6 | 1139 | |
| 7 | 1134 | |
| 3 | 1123 | |
| 8 | 1105 | |
| 4 | 1091 | |
| 1 | 1059 | |
| 2 | 1026 |
| Value | Count | Frequency (%) |
| 1 | 1059 | |
| 2 | 1026 | |
| 3 | 1123 | |
| 4 | 1091 | |
| 5 | 1178 | |
| 6 | 1139 | |
| 7 | 1134 | |
| 8 | 1105 | |
| 9 | 1145 |
| Value | Count | Frequency (%) |
| 9 | 1145 | |
| 8 | 1105 | |
| 7 | 1134 | |
| 6 | 1139 | |
| 5 | 1178 | |
| 4 | 1091 | |
| 3 | 1123 | |
| 2 | 1026 | |
| 1 | 1059 |
Mental_Health_Condition
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 566.5 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 5157 | |
| 0 | 4843 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5157 | |
| 0 | 4843 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 5157 | |
| 0 | 4843 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5157 | |
| 0 | 4843 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5157 | |
| 0 | 4843 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10000 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 5157 | |
| 0 | 4843 |
Interactions
Correlations
| Heart_Rate_BPM | Mental_Health_Condition | Mood_Rating | Physical_Activity_Steps | Sleep_Duration_Hours | |
|---|---|---|---|---|---|
| Heart_Rate_BPM | 1.000 | 0.265 | -0.006 | -0.003 | -0.024 |
| Mental_Health_Condition | 0.265 | 1.000 | 0.016 | 0.000 | 0.315 |
| Mood_Rating | -0.006 | 0.016 | 1.000 | 0.003 | 0.003 |
| Physical_Activity_Steps | -0.003 | 0.000 | 0.003 | 1.000 | -0.008 |
| Sleep_Duration_Hours | -0.024 | 0.315 | 0.003 | -0.008 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Heart_Rate_BPM | Sleep_Duration_Hours | Physical_Activity_Steps | Mood_Rating | Mental_Health_Condition | |
|---|---|---|---|---|---|
| 0 | 98 | 7.43 | 13760 | 5 | 1 |
| 1 | 111 | 9.46 | 11455 | 9 | 0 |
| 2 | 88 | 4.04 | 9174 | 8 | 1 |
| 3 | 74 | 8.86 | 12612 | 1 | 1 |
| 4 | 102 | 9.69 | 3923 | 9 | 0 |
| 5 | 67 | 4.55 | 12446 | 5 | 1 |
| 6 | 80 | 4.97 | 4239 | 9 | 1 |
| 7 | 98 | 9.76 | 4865 | 9 | 0 |
| 8 | 117 | 7.23 | 9229 | 3 | 0 |
| 9 | 78 | 4.09 | 10890 | 8 | 1 |
| Heart_Rate_BPM | Sleep_Duration_Hours | Physical_Activity_Steps | Mood_Rating | Mental_Health_Condition | |
|---|---|---|---|---|---|
| 9990 | 104 | 5.01 | 10274 | 6 | 1 |
| 9991 | 93 | 9.86 | 7883 | 5 | 0 |
| 9992 | 80 | 6.93 | 13694 | 5 | 0 |
| 9993 | 115 | 4.35 | 2517 | 8 | 1 |
| 9994 | 114 | 9.62 | 5846 | 1 | 0 |
| 9995 | 107 | 7.52 | 11087 | 8 | 1 |
| 9996 | 82 | 8.20 | 4579 | 7 | 0 |
| 9997 | 65 | 7.15 | 11825 | 1 | 0 |
| 9998 | 110 | 9.01 | 14175 | 9 | 1 |
| 9999 | 112 | 4.20 | 3379 | 4 | 0 |